2024 Poster "regret analysis" Papers

7 papers found

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A General Online Algorithm for Optimizing Complex Performance Metrics

Wojciech Kotlowski, Marek Wydmuch, Erik Schultheis et al.

ICML 2024poster

High-dimensional Linear Bandits with Knapsacks

Wanteng Ma, Dong Xia, Jiashuo Jiang

ICML 2024poster

Matroid Semi-Bandits in Sublinear Time

Ruo-Chun Tzeng, Naoto Ohsaka, Kaito Ariu

ICML 2024poster

Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization

Kwang-Sung Jun, Jungtaek Kim

ICML 2024poster

On Multi-Armed Bandit with Impatient Arms

Yuming Shao, Zhixuan Fang

ICML 2024poster

Provable Interactive Learning with Hindsight Instruction Feedback

Dipendra Misra, Aldo Pacchiano, Robert Schapire

ICML 2024poster

Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation

Tonghe Zhang, Yu Chen, Longbo Huang

ICML 2024poster